Overview

Brought to you by YData

Dataset statistics

Number of variables	22
Number of observations	18153
Missing cells	2711
Missing cells (%)	0.7%
Total size in memory	3.0 MiB
Average record size in memory	176.0 B

Variable types

Text	12
Numeric	10

Alerts

`merch_zipcode` has 2711 (14.9%) missing values	Missing
`trans_num` has unique values	Unique
`is_fraud` has 18049 (99.4%) zeros	Zeros

Reproduction

Analysis started	2025-06-27 22:35:37.580316
Analysis finished	2025-06-27 22:35:37.950725
Duration	0.37 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

merchant
Text

Distinct	693
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	43
Median length	37
Mean length	23.10025891
Min length	13

Characters and Unicode

Total characters	419339
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fraud_Doyle Ltd
2nd row	fraud_Leffler-Goldner
3rd row	fraud_Roberts, Ryan and Smith
4th row	fraud_Roob, Conn and Tremblay
5th row	fraud_Gerlach Inc

Value	Count	Frequency (%)
and	6616	15.6%
llc	1385	3.3%
inc	1284	3.0%
sons	1045	2.5%
ltd	1004	2.4%
plc	900	2.1%
group	749	1.8%
fraud_kutch	147	0.3%
fraud_schaefer	145	0.3%
fraud_streich	143	0.3%
Other values (804)	28860	68.3%

Most occurring characters

Value	Count	Frequency (%)
a	40627	9.7%
r	37657	9.0%
d	30050	7.2%
u	25956	6.2%
e	25951	6.2%
n	24758	5.9%
	24125	5.8%
f	19532	4.7%
_	18153	4.3%
o	15818	3.8%
Other values (45)	156712	37.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	419339	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	40627	9.7%
r	37657	9.0%
d	30050	7.2%
u	25956	6.2%
e	25951	6.2%
n	24758	5.9%
	24125	5.8%
f	19532	4.7%
_	18153	4.3%
o	15818	3.8%
Other values (45)	156712	37.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	419339	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	40627	9.7%
r	37657	9.0%
d	30050	7.2%
u	25956	6.2%
e	25951	6.2%
n	24758	5.9%
	24125	5.8%
f	19532	4.7%
_	18153	4.3%
o	15818	3.8%
Other values (45)	156712	37.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	419339	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	40627	9.7%
r	37657	9.0%
d	30050	7.2%
u	25956	6.2%
e	25951	6.2%
n	24758	5.9%
	24125	5.8%
f	19532	4.7%
_	18153	4.3%
o	15818	3.8%
Other values (45)	156712	37.4%

category
Text

Distinct	14
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	14
Median length	12
Mean length	10.53897427
Min length	4

Characters and Unicode

Total characters	191314
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	grocery_pos
2nd row	personal_care
3rd row	personal_care
4th row	shopping_pos
5th row	shopping_net

Value	Count	Frequency (%)
gas_transport	1906	10.5%
grocery_pos	1733	9.5%
home	1699	9.4%
shopping_pos	1607	8.9%
kids_pets	1537	8.5%
shopping_net	1397	7.7%
entertainment	1304	7.2%
food_dining	1262	7.0%
personal_care	1243	6.8%
health_fitness	1193	6.6%
Other values (4)	3272	18.0%

Most occurring characters

Value	Count	Frequency (%)
s	20071	10.5%
e	17929	9.4%
o	17296	9.0%
n	16728	8.7%
p	15204	7.9%
t	15146	7.9%
_	14597	7.6%
r	12975	6.8%
i	11604	6.1%
a	9348	4.9%
Other values (10)	40416	21.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	191314	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
s	20071	10.5%
e	17929	9.4%
o	17296	9.0%
n	16728	8.7%
p	15204	7.9%
t	15146	7.9%
_	14597	7.6%
r	12975	6.8%
i	11604	6.1%
a	9348	4.9%
Other values (10)	40416	21.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	191314	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
s	20071	10.5%
e	17929	9.4%
o	17296	9.0%
n	16728	8.7%
p	15204	7.9%
t	15146	7.9%
_	14597	7.6%
r	12975	6.8%
i	11604	6.1%
a	9348	4.9%
Other values (10)	40416	21.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	191314	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
s	20071	10.5%
e	17929	9.4%
o	17296	9.0%
n	16728	8.7%
p	15204	7.9%
t	15146	7.9%
_	14597	7.6%
r	12975	6.8%
i	11604	6.1%
a	9348	4.9%
Other values (10)	40416	21.1%

amt
Real number (ℝ)

Distinct	9932
Distinct (%)	54.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.75698672

Minimum	1
Maximum	4522.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	1
5-th percentile	2.44
Q1	9.78
median	47.91
Q3	83.58
95-th percentile	195.338
Maximum	4522.11
Range	4521.11
Interquartile range (IQR)	73.8

Descriptive statistics

Standard deviation	121.1801009
Coefficient of variation (CV)	1.737175107
Kurtosis	186.0266431
Mean	69.75698672
Median Absolute Deviation (MAD)	37.47
Skewness	9.735143691
Sum	1266298.58
Variance	14684.61685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.54	13	0.1%
7.11	13	0.1%
1.96	12	0.1%
4.04	12	0.1%
5.12	12	0.1%
4.37	12	0.1%
2.06	12	0.1%
7.51	11	0.1%
1.05	11	0.1%
2.21	11	0.1%
Other values (9922)	18034	99.3%

Value	Count	Frequency (%)
1	2	< 0.1%
1.01	1	< 0.1%
1.02	6	< 0.1%
1.03	7	< 0.1%
1.04	9	< 0.1%

Value	Count	Frequency (%)
4522.11	1	< 0.1%
2833.54	1	< 0.1%
2637.33	1	< 0.1%
2280.14	1	< 0.1%
2099.97	1	< 0.1%

first
Text

Distinct	337
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	11
Median length	9
Mean length	6.06929984
Min length	3

Characters and Unicode

Total characters	110176
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	David
2nd row	Emily
3rd row	James
4th row	Dustin
5th row	Lisa

Value	Count	Frequency (%)
christopher	346	1.9%
david	304	1.7%
robert	298	1.6%
jessica	292	1.6%
michael	284	1.6%
james	278	1.5%
jennifer	258	1.4%
william	253	1.4%
john	224	1.2%
margaret	222	1.2%
Other values (327)	15394	84.8%

Most occurring characters

Value	Count	Frequency (%)
a	14132	12.8%
e	12024	10.9%
n	8749	7.9%
i	8705	7.9%
r	8430	7.7%
l	5330	4.8%
h	4635	4.2%
s	4549	4.1%
t	4302	3.9%
o	3706	3.4%
Other values (39)	35614	32.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	110176	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	14132	12.8%
e	12024	10.9%
n	8749	7.9%
i	8705	7.9%
r	8430	7.7%
l	5330	4.8%
h	4635	4.2%
s	4549	4.1%
t	4302	3.9%
o	3706	3.4%
Other values (39)	35614	32.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	110176	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	14132	12.8%
e	12024	10.9%
n	8749	7.9%
i	8705	7.9%
r	8430	7.7%
l	5330	4.8%
h	4635	4.2%
s	4549	4.1%
t	4302	3.9%
o	3706	3.4%
Other values (39)	35614	32.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	110176	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	14132	12.8%
e	12024	10.9%
n	8749	7.9%
i	8705	7.9%
r	8430	7.7%
l	5330	4.8%
h	4635	4.2%
s	4549	4.1%
t	4302	3.9%
o	3706	3.4%
Other values (39)	35614	32.3%

last
Text

Distinct	465
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	11
Median length	10
Mean length	6.109568666
Min length	2

Characters and Unicode

Total characters	110907
Distinct characters	48
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Everett
2nd row	Hall
3rd row	Stephens
4th row	Roberts
5th row	Lopez

Value	Count	Frequency (%)
smith	391	2.2%
williams	328	1.8%
davis	300	1.7%
johnson	295	1.6%
rodriguez	242	1.3%
martinez	221	1.2%
lewis	202	1.1%
jones	199	1.1%
gonzalez	184	1.0%
martin	166	0.9%
Other values (455)	15625	86.1%

Most occurring characters

Value	Count	Frequency (%)
e	11112	10.0%
r	9345	8.4%
a	9145	8.2%
n	8595	7.7%
o	8119	7.3%
s	6749	6.1%
l	6748	6.1%
i	6077	5.5%
t	4092	3.7%
h	3141	2.8%
Other values (38)	37784	34.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	110907	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	11112	10.0%
r	9345	8.4%
a	9145	8.2%
n	8595	7.7%
o	8119	7.3%
s	6749	6.1%
l	6748	6.1%
i	6077	5.5%
t	4092	3.7%
h	3141	2.8%
Other values (38)	37784	34.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	110907	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	11112	10.0%
r	9345	8.4%
a	9145	8.2%
n	8595	7.7%
o	8119	7.3%
s	6749	6.1%
l	6748	6.1%
i	6077	5.5%
t	4092	3.7%
h	3141	2.8%
Other values (38)	37784	34.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	110907	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	11112	10.0%
r	9345	8.4%
a	9145	8.2%
n	8595	7.7%
o	8119	7.3%
s	6749	6.1%
l	6748	6.1%
i	6077	5.5%
t	4092	3.7%
h	3141	2.8%
Other values (38)	37784	34.1%

gender
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	18153
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	F
3rd row	M
4th row	M
5th row	F

Value	Count	Frequency (%)
f	9817	54.1%
m	8336	45.9%

Most occurring characters

Value	Count	Frequency (%)
F	9817	54.1%
M	8336	45.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18153	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	9817	54.1%
M	8336	45.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18153	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	9817	54.1%
M	8336	45.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18153	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	9817	54.1%
M	8336	45.9%

street
Text

Distinct	918
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	35
Median length	29
Mean length	22.12631521
Min length	12

Characters and Unicode

Total characters	401659
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	4138 David Fall
2nd row	8851 Reese Neck
3rd row	1166 Castillo Mountains
4th row	3283 James Station
5th row	32343 Saunders Course

Value	Count	Frequency (%)
apt	4504	6.3%
suite	4187	5.8%
island	328	0.5%
michael	283	0.4%
common	256	0.4%
station	243	0.3%
brooks	239	0.3%
david	232	0.3%
islands	229	0.3%
tunnel	221	0.3%
Other values (1838)	61119	85.1%

Most occurring characters

Value	Count	Frequency (%)
	53688	13.4%
e	25101	6.2%
a	20261	5.0%
i	18026	4.5%
t	17170	4.3%
r	15336	3.8%
n	14918	3.7%
s	14514	3.6%
l	12451	3.1%
o	12249	3.0%
Other values (52)	197945	49.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	401659	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	53688	13.4%
e	25101	6.2%
a	20261	5.0%
i	18026	4.5%
t	17170	4.3%
r	15336	3.8%
n	14918	3.7%
s	14514	3.6%
l	12451	3.1%
o	12249	3.0%
Other values (52)	197945	49.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	401659	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	53688	13.4%
e	25101	6.2%
a	20261	5.0%
i	18026	4.5%
t	17170	4.3%
r	15336	3.8%
n	14918	3.7%
s	14514	3.6%
l	12451	3.1%
o	12249	3.0%
Other values (52)	197945	49.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	401659	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	53688	13.4%
e	25101	6.2%
a	20261	5.0%
i	18026	4.5%
t	17170	4.3%
r	15336	3.8%
n	14918	3.7%
s	14514	3.6%
l	12451	3.1%
o	12249	3.0%
Other values (52)	197945	49.3%

city
Text

Distinct	843
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	25
Median length	21
Mean length	8.651517655
Min length	3

Characters and Unicode

Total characters	157051
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10 ?
Unique (%)	0.1%

Sample

1st row	Morrisdale
2nd row	Basye
3rd row	Ruckersville
4th row	Fayetteville
5th row	Dongola

Value	Count	Frequency (%)
city	282	1.3%
west	251	1.1%
saint	201	0.9%
falls	199	0.9%
north	198	0.9%
new	185	0.8%
mount	165	0.7%
lake	148	0.7%
springs	133	0.6%
port	120	0.5%
Other values (871)	20674	91.7%

Most occurring characters

Value	Count	Frequency (%)
e	15256	9.7%
a	13073	8.3%
n	11773	7.5%
o	11382	7.2%
l	10925	7.0%
r	10452	6.7%
i	9785	6.2%
t	8408	5.4%
s	6254	4.0%
	4403	2.8%
Other values (42)	55340	35.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	157051	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	15256	9.7%
a	13073	8.3%
n	11773	7.5%
o	11382	7.2%
l	10925	7.0%
r	10452	6.7%
i	9785	6.2%
t	8408	5.4%
s	6254	4.0%
	4403	2.8%
Other values (42)	55340	35.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	157051	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	15256	9.7%
a	13073	8.3%
n	11773	7.5%
o	11382	7.2%
l	10925	7.0%
r	10452	6.7%
i	9785	6.2%
t	8408	5.4%
s	6254	4.0%
	4403	2.8%
Other values (42)	55340	35.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	157051	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	15256	9.7%
a	13073	8.3%
n	11773	7.5%
o	11382	7.2%
l	10925	7.0%
r	10452	6.7%
i	9785	6.2%
t	8408	5.4%
s	6254	4.0%
	4403	2.8%
Other values (42)	55340	35.2%

state
Text

Distinct	50
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	36306
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PA
2nd row	VA
3rd row	VA
4th row	NC
5th row	IL

Value	Count	Frequency (%)
tx	1267	7.0%
ny	1186	6.5%
pa	1057	5.8%
ca	830	4.6%
oh	709	3.9%
al	649	3.6%
il	586	3.2%
mi	574	3.2%
fl	567	3.1%
mo	550	3.0%
Other values (40)	10178	56.1%

Most occurring characters

Value	Count	Frequency (%)
A	5090	14.0%
N	3997	11.0%
M	3053	8.4%
I	2485	6.8%
O	2116	5.8%
T	2105	5.8%
L	2085	5.7%
C	1969	5.4%
Y	1802	5.0%
W	1336	3.7%
Other values (14)	10268	28.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	36306	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	5090	14.0%
N	3997	11.0%
M	3053	8.4%
I	2485	6.8%
O	2116	5.8%
T	2105	5.8%
L	2085	5.7%
C	1969	5.4%
Y	1802	5.0%
W	1336	3.7%
Other values (14)	10268	28.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	36306	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	5090	14.0%
N	3997	11.0%
M	3053	8.4%
I	2485	6.8%
O	2116	5.8%
T	2105	5.8%
L	2085	5.7%
C	1969	5.4%
Y	1802	5.0%
W	1336	3.7%
Other values (14)	10268	28.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	36306	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	5090	14.0%
N	3997	11.0%
M	3053	8.4%
I	2485	6.8%
O	2116	5.8%
T	2105	5.8%
L	2085	5.7%
C	1969	5.4%
Y	1802	5.0%
W	1336	3.7%
Other values (14)	10268	28.3%

zip
Real number (ℝ)

Distinct	907
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48848.2523

Minimum	1257
Maximum	99783
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	1257
5-th percentile	7208
Q1	26292
median	48088
Q3	72011
95-th percentile	94971
Maximum	99783
Range	98526
Interquartile range (IQR)	45719

Descriptive statistics

Standard deviation	26916.12884
Coefficient of variation (CV)	0.5510151862
Kurtosis	-1.08346995
Mean	48848.2523
Median Absolute Deviation (MAD)	22875
Skewness	0.08695758825
Sum	886742324
Variance	724477991.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39073	55	0.3%
36749	54	0.3%
44233	54	0.3%
59448	54	0.3%
80120	51	0.3%
66018	50	0.3%
92585	50	0.3%
76578	49	0.3%
73034	49	0.3%
73754	48	0.3%
Other values (897)	17639	97.2%

Value	Count	Frequency (%)
1257	26	0.1%
1330	14	0.1%
1535	6	< 0.1%
1545	17	0.1%
1612	7	< 0.1%

Value	Count	Frequency (%)
99783	22	0.1%
99746	7	< 0.1%
99323	31	0.2%
99160	42	0.2%
99116	1	< 0.1%

lat
Real number (ℝ)

Distinct	905
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.56127203

Minimum	20.0271
Maximum	65.6899
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	20.0271
5-th percentile	29.9912
Q1	34.6205
median	39.39
Q3	41.9404
95-th percentile	45.8327
Maximum	65.6899
Range	45.6628
Interquartile range (IQR)	7.3199

Descriptive statistics

Standard deviation	5.060958617
Coefficient of variation (CV)	0.1312445972
Kurtosis	0.853368198
Mean	38.56127203
Median Absolute Deviation (MAD)	3.3656
Skewness	-0.2007970779
Sum	700002.7712
Variance	25.61330212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.153	55	0.3%
41.2419	54	0.3%
48.2777	54	0.3%
32.5104	54	0.3%
39.5994	51	0.3%
38.9462	50	0.3%
33.7467	50	0.3%
30.592	49	0.3%
35.6665	49	0.3%
48.6031	48	0.3%
Other values (895)	17639	97.2%

Value	Count	Frequency (%)
20.0271	25	0.1%
20.0827	22	0.1%
24.6557	24	0.1%
26.1184	38	0.2%
26.3304	7	< 0.1%

Value	Count	Frequency (%)
65.6899	7	< 0.1%
64.7556	22	0.1%
48.8878	42	0.2%
48.8856	26	0.1%
48.8328	22	0.1%

long
Real number (ℝ)

Distinct	906
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.36908345

Minimum	-165.6723
Maximum	-67.9503
Zeros	0
Zeros (%)	0.0%
Negative	18153
Negative (%)	100.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	-165.6723
5-th percentile	-120.0936
Q1	-96.8094
median	-87.5917
Q3	-80.2099
95-th percentile	-73.5365
Maximum	-67.9503
Range	97.722
Interquartile range (IQR)	16.5995

Descriptive statistics

Standard deviation	13.92234478
Coefficient of variation (CV)	-0.1540609271
Kurtosis	1.945018795
Mean	-90.36908345
Median Absolute Deviation (MAD)	8.1106
Skewness	-1.17511468
Sum	-1640469.972
Variance	193.8316841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-90.1217	55	0.3%
-81.7453	54	0.3%
-86.8138	54	0.3%
-112.8456	54	0.3%
-105.0044	51	0.3%
-94.9714	50	0.3%
-117.1721	50	0.3%
-97.2893	49	0.3%
-97.4798	49	0.3%
-98.0727	48	0.3%
Other values (896)	17639	97.2%

Value	Count	Frequency (%)
-165.6723	22	0.1%
-156.292	7	< 0.1%
-155.488	22	0.1%
-155.3697	25	0.1%
-124.4409	11	0.1%

Value	Count	Frequency (%)
-67.9503	34	0.2%
-68.5565	11	0.1%
-69.2675	5	< 0.1%
-69.4828	27	0.1%
-69.9576	10	0.1%

city_pop
Real number (ℝ)

Distinct	829
Distinct (%)	4.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86514.21324

Minimum	23
Maximum	2906700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	23
5-th percentile	140
Q1	743
median	2443
Q3	19685
95-th percentile	493806
Maximum	2906700
Range	2906677
Interquartile range (IQR)	18942

Descriptive statistics

Standard deviation	298803.9021
Coefficient of variation (CV)	3.453812858
Kurtosis	39.1478698
Mean	86514.21324
Median Absolute Deviation (MAD)	2189
Skewness	5.721151599
Sum	1570492513
Variance	8.928377191 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
606	84	0.5%
1312922	73	0.4%
198	70	0.4%
241	62	0.3%
1766	62	0.3%
237282	61	0.3%
743	61	0.3%
1595797	57	0.3%
2135	57	0.3%
190178	57	0.3%
Other values (819)	17509	96.5%

Value	Count	Frequency (%)
23	24	0.1%
37	14	0.1%
43	26	0.1%
46	41	0.2%
47	4	< 0.1%

Value	Count	Frequency (%)
2906700	56	0.3%
2504700	33	0.2%
2383912	7	< 0.1%
1595797	57	0.3%
1577385	42	0.2%

job
Text

Distinct	477
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	59
Median length	38
Mean length	20.2053655
Min length	3

Characters and Unicode

Total characters	366788
Distinct characters	53
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Advice worker
2nd row	Engineer, mining
3rd row	Designer, ceramics/pottery
4th row	Scientist, research (maths)
5th row	Scientific laboratory technician

Value	Count	Frequency (%)
engineer	1882	4.7%
officer	1470	3.6%
manager	864	2.1%
scientist	756	1.9%
designer	712	1.8%
surveyor	679	1.7%
teacher	542	1.3%
psychologist	475	1.2%
public	409	1.0%
research	402	1.0%
Other values (448)	32152	79.7%

Most occurring characters

Value	Count	Frequency (%)
e	39465	10.8%
i	33416	9.1%
r	30683	8.4%
a	25634	7.0%
t	24948	6.8%
n	24723	6.7%
	22190	6.0%
o	20569	5.6%
s	20158	5.5%
c	18448	5.0%
Other values (43)	106554	29.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	366788	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	39465	10.8%
i	33416	9.1%
r	30683	8.4%
a	25634	7.0%
t	24948	6.8%
n	24723	6.7%
	22190	6.0%
o	20569	5.6%
s	20158	5.5%
c	18448	5.0%
Other values (43)	106554	29.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	366788	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	39465	10.8%
i	33416	9.1%
r	30683	8.4%
a	25634	7.0%
t	24948	6.8%
n	24723	6.7%
	22190	6.0%
o	20569	5.6%
s	20158	5.5%
c	18448	5.0%
Other values (43)	106554	29.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	366788	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	39465	10.8%
i	33416	9.1%
r	30683	8.4%
a	25634	7.0%
t	24948	6.8%
n	24723	6.7%
	22190	6.0%
o	20569	5.6%
s	20158	5.5%
c	18448	5.0%
Other values (43)	106554	29.1%

trans_num
Text

Unique

Distinct	18153
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	580896
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18153 ?
Unique (%)	100.0%

Sample

1st row	f487a7098c0bd4d45f710be1745c4acb
2nd row	c2ed76f03cce8a6b362729a5a23f01c2
3rd row	3c1a5b82410aa0824f7f4aaace067fc8
4th row	b94caace2f48b8b97a21add8661dca48
5th row	4b64dbdb7526ac8693b886fb85508d83

Value	Count	Frequency (%)
f487a7098c0bd4d45f710be1745c4acb	1	< 0.1%
08738d8452c88b56a77ff1e606602808	1	< 0.1%
dd8ad4284d7011ff096667a0b95f5817	1	< 0.1%
8ac117196602127c410b44961240e74e	1	< 0.1%
9a927c2398b6e5eb827554f7cc1e1e44	1	< 0.1%
e68f672e052f723afc6d6db0b532dee0	1	< 0.1%
0aeb156831f79d61ef266d328bd29c46	1	< 0.1%
c28ee701de7045a26a7499788bc1170b	1	< 0.1%
5dcbe89dfbaa26ea8afaf29d62bf196a	1	< 0.1%
b94caace2f48b8b97a21add8661dca48	1	< 0.1%
Other values (18143)	18143	99.9%

Most occurring characters

Value	Count	Frequency (%)
a	36697	6.3%
9	36497	6.3%
3	36437	6.3%
d	36434	6.3%
7	36427	6.3%
4	36413	6.3%
5	36392	6.3%
1	36335	6.3%
8	36290	6.2%
e	36231	6.2%
Other values (6)	216743	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	580896	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	36697	6.3%
9	36497	6.3%
3	36437	6.3%
d	36434	6.3%
7	36427	6.3%
4	36413	6.3%
5	36392	6.3%
1	36335	6.3%
8	36290	6.2%
e	36231	6.2%
Other values (6)	216743	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	580896	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	36697	6.3%
9	36497	6.3%
3	36437	6.3%
d	36434	6.3%
7	36427	6.3%
4	36413	6.3%
5	36392	6.3%
1	36335	6.3%
8	36290	6.2%
e	36231	6.2%
Other values (6)	216743	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	580896	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	36697	6.3%
9	36497	6.3%
3	36437	6.3%
d	36434	6.3%
7	36427	6.3%
4	36413	6.3%
5	36392	6.3%
1	36335	6.3%
8	36290	6.2%
e	36231	6.2%
Other values (6)	216743	37.3%

merch_lat
Real number (ℝ)

Distinct	18142
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.55964191

Minimum	19.063792
Maximum	66.213564
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	19.063792
5-th percentile	29.8033422
Q1	34.741658
median	39.41096
Q3	41.946404
95-th percentile	46.0574962
Maximum	66.213564
Range	47.149772
Interquartile range (IQR)	7.204746

Descriptive statistics

Standard deviation	5.095965845
Coefficient of variation (CV)	0.1321580179
Kurtosis	0.8488428112
Mean	38.55964191
Median Absolute Deviation (MAD)	3.388456
Skewness	-0.1971405132
Sum	699973.1796
Variance	25.96886789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39.480752	2	< 0.1%
41.64297	2	< 0.1%
41.229733	2	< 0.1%
43.619733	2	< 0.1%
35.358278	2	< 0.1%
41.491069	2	< 0.1%
41.726779	2	< 0.1%
26.654523	2	< 0.1%
37.674944	2	< 0.1%
43.494756	2	< 0.1%
Other values (18132)	18133	99.9%

Value	Count	Frequency (%)
19.063792	1	< 0.1%
19.132314	1	< 0.1%
19.142126	1	< 0.1%
19.205749	1	< 0.1%
19.209212	1	< 0.1%

Value	Count	Frequency (%)
66.213564	1	< 0.1%
65.938166	1	< 0.1%
65.931498	1	< 0.1%
65.732767	1	< 0.1%
65.711358	1	< 0.1%

merch_long
Real number (ℝ)

Distinct	18151
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-90.36667849

Minimum	-166.661968
Maximum	-67.013198
Zeros	0
Zeros (%)	0.0%
Negative	18153
Negative (%)	100.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	-166.661968
5-th percentile	-119.91226
Q1	-96.837085
median	-87.569114
Q3	-80.301439
95-th percentile	-73.3850064
Maximum	-67.013198
Range	99.64877
Interquartile range (IQR)	16.535646

Descriptive statistics

Standard deviation	13.93251466
Coefficient of variation (CV)	-0.1541775673
Kurtosis	1.929297724
Mean	-90.36667849
Median Absolute Deviation (MAD)	8.225695
Skewness	-1.172191225
Sum	-1640426.315
Variance	194.1149646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-110.75373	2	< 0.1%
-79.970069	2	< 0.1%
-87.649197	1	< 0.1%
-87.990435	1	< 0.1%
-82.322676	1	< 0.1%
-83.764971	1	< 0.1%
-107.629896	1	< 0.1%
-97.484688	1	< 0.1%
-109.59304	1	< 0.1%
-98.305875	1	< 0.1%
Other values (18141)	18141	99.9%

Value	Count	Frequency (%)
-166.661968	1	< 0.1%
-166.65656	1	< 0.1%
-166.25164	1	< 0.1%
-166.194748	1	< 0.1%
-166.154588	1	< 0.1%

Value	Count	Frequency (%)
-67.013198	1	< 0.1%
-67.084269	1	< 0.1%
-67.200802	1	< 0.1%
-67.225983	1	< 0.1%
-67.435276	1	< 0.1%

is_fraud
Real number (ℝ)

Zeros

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.005729080593

Minimum	0
Maximum	1
Zeros	18049
Zeros (%)	99.4%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0754756387
Coefficient of variation (CV)	13.17412759
Kurtosis	169.6008802
Mean	0.005729080593
Median Absolute Deviation (MAD)	0
Skewness	13.09893868
Sum	104
Variance	0.005696572037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	18049	99.4%
1	104	0.6%

Value	Count	Frequency (%)
0	18049	99.4%
1	104	0.6%

Value	Count	Frequency (%)
1	104	0.6%
0	18049	99.4%

merch_zipcode
Real number (ℝ)

Missing

Distinct	10537
Distinct (%)	68.2%
Missing	2711
Missing (%)	14.9%
Infinite	0
Infinite (%)	0.0%
Mean	46813.36725

Minimum	1003
Maximum	99403
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	1003
5-th percentile	7806.75
Q1	25523.25
median	45660
Q3	67849
95-th percentile	93243
Maximum	99403
Range	98400
Interquartile range (IQR)	42325.75

Descriptive statistics

Standard deviation	25775.03
Coefficient of variation (CV)	0.5505912416
Kurtosis	-0.9661572482
Mean	46813.36725
Median Absolute Deviation (MAD)	21195.5
Skewness	0.1642840597
Sum	722892017
Variance	664352171.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34266	9	< 0.1%
39180	9	< 0.1%
44004	8	< 0.1%
21824	7	< 0.1%
16249	7	< 0.1%
20135	7	< 0.1%
43412	7	< 0.1%
35619	6	< 0.1%
31087	6	< 0.1%
76050	6	< 0.1%
Other values (10527)	15370	84.7%
(Missing)	2711	14.9%

Value	Count	Frequency (%)
1003	1	< 0.1%
1007	2	< 0.1%
1011	2	< 0.1%
1031	2	< 0.1%
1036	3	< 0.1%

Value	Count	Frequency (%)
99403	1	< 0.1%
99401	1	< 0.1%
99371	2	< 0.1%
99360	1	< 0.1%
99354	1	< 0.1%

datetime
Text

Distinct	18151
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	344907
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18149 ?
Unique (%)	> 99.9%

Sample

1st row	2019-09-19 07:09:46
2nd row	2019-02-04 20:37:44
3rd row	2020-06-05 12:46:32
4th row	2019-12-16 22:21:07
5th row	2019-12-08 13:29:27

Value	Count	Frequency (%)
2019-12-08	102	0.3%
2019-12-15	99	0.3%
2019-12-01	94	0.3%
2019-12-09	93	0.3%
2019-12-23	86	0.2%
2019-12-22	83	0.2%
2019-12-02	82	0.2%
2019-12-16	81	0.2%
2019-11-30	79	0.2%
2019-12-29	77	0.2%
Other values (16821)	35430	97.6%

Most occurring characters

Value	Count	Frequency (%)
0	63605	18.4%
2	49881	14.5%
1	48030	13.9%
-	36306	10.5%
:	36306	10.5%
9	20781	6.0%
	18153	5.3%
3	16861	4.9%
4	14837	4.3%
5	14824	4.3%
Other values (3)	25323	7.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	344907	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	63605	18.4%
2	49881	14.5%
1	48030	13.9%
-	36306	10.5%
:	36306	10.5%
9	20781	6.0%
	18153	5.3%
3	16861	4.9%
4	14837	4.3%
5	14824	4.3%
Other values (3)	25323	7.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	344907	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	63605	18.4%
2	49881	14.5%
1	48030	13.9%
-	36306	10.5%
:	36306	10.5%
9	20781	6.0%
	18153	5.3%
3	16861	4.9%
4	14837	4.3%
5	14824	4.3%
Other values (3)	25323	7.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	344907	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	63605	18.4%
2	49881	14.5%
1	48030	13.9%
-	36306	10.5%
:	36306	10.5%
9	20781	6.0%
	18153	5.3%
3	16861	4.9%
4	14837	4.3%
5	14824	4.3%
Other values (3)	25323	7.3%

cc_num_hashed
Text

Distinct	918
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Memory size	141.9 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	1161792
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12 ?
Unique (%)	0.1%

Sample

1st row	80615291af80e886b6ab96bdd0adb5b84795fe9c959c8774bf0a612025fc3978
2nd row	c7b0882e51a8cc4fedd2d30e5600bd92cccfcc6decdcd4705b8ecfea8fa69a53
3rd row	2eb1fd42c708d51567ba3a4e8500b02c1e8c39c9c70d5fb418a70cf5dba01ef0
4th row	0b1ae26a23f6188ab863a55cc931920d69eed0a1a8b66488a1444f729d02e699
5th row	317dd4d30853ffac06fad84be4c1b43bdeeb3be91b402978f9fee77529201692

Value	Count	Frequency (%)
5b9e1e38487f8570c6ec1f33df8fe20aef8ec38a7a3329edd84614fec3a39be3	55	0.3%
a51fcb4f97c466a4aa8faabeebf0c91a6d5b20d8162ddb8cd430c49dc3ba6c87	54	0.3%
3f128965b93d1c1772d7a27473f11a25dce7bd0def5883e3f86eeb3691d3fae4	54	0.3%
3ca14369f59c56e79d6bad9db761ad082be4dcb4a1935edbc04fe81c3a1487bf	54	0.3%
5d1b3fd0878e831cd01c043aa46b99650e48f258dbad07c6e15e0532f005672b	51	0.3%
6a3f2c3d9ef0ffae189e7fd32ac858d1c41cd14921f33d52c277828b711ca73a	50	0.3%
f1a9eb73c5421df85abb7d2a9429788273afa28826a47fc2140ca0d2014533a4	50	0.3%
e8ea2c5345495b65ee7b4863eaa23dbb32b202d8135cd5e41e292d2c7441add6	49	0.3%
e12dd38ac295a4e34061d6aa606fe9302235ecbe2af45367df8e2307bde2cd57	49	0.3%
5a64e8fe49586fa2d1dfebf765bf85596adb2f5a45a58300772c4538d780d5d5	48	0.3%
Other values (908)	17639	97.2%

Most occurring characters

Value	Count	Frequency (%)
0	75422	6.5%
2	74443	6.4%
e	74118	6.4%
1	73978	6.4%
7	73935	6.4%
3	73515	6.3%
f	73110	6.3%
5	73082	6.3%
d	72948	6.3%
4	72566	6.2%
Other values (6)	424675	36.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1161792	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	75422	6.5%
2	74443	6.4%
e	74118	6.4%
1	73978	6.4%
7	73935	6.4%
3	73515	6.3%
f	73110	6.3%
5	73082	6.3%
d	72948	6.3%
4	72566	6.2%
Other values (6)	424675	36.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1161792	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	75422	6.5%
2	74443	6.4%
e	74118	6.4%
1	73978	6.4%
7	73935	6.4%
3	73515	6.3%
f	73110	6.3%
5	73082	6.3%
d	72948	6.3%
4	72566	6.2%
Other values (6)	424675	36.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1161792	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	75422	6.5%
2	74443	6.4%
e	74118	6.4%
1	73978	6.4%
7	73935	6.4%
3	73515	6.3%
f	73110	6.3%
5	73082	6.3%
d	72948	6.3%
4	72566	6.2%
Other values (6)	424675	36.6%

age
Real number (ℝ)

Distinct	83
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45.29025505

Minimum	13
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	141.9 KiB

Quantile statistics

Minimum	13
5-th percentile	21
Q1	32
median	43
Q3	56
95-th percentile	79
Maximum	95
Range	82
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	17.22034572
Coefficient of variation (CV)	0.3802218755
Kurtosis	-0.1463242252
Mean	45.29025505
Median Absolute Deviation (MAD)	12
Skewness	0.6134174717
Sum	822154
Variance	296.5403066
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	571	3.1%
35	524	2.9%
34	507	2.8%
43	477	2.6%
44	475	2.6%
46	465	2.6%
33	462	2.5%
31	458	2.5%
32	433	2.4%
45	426	2.3%
Other values (73)	13355	73.6%

Value	Count	Frequency (%)
13	2	< 0.1%
14	59	0.3%
15	84	0.5%
16	46	0.3%
17	33	0.2%

Value	Count	Frequency (%)
95	3	< 0.1%
94	3	< 0.1%
93	56	0.3%
92	57	0.3%
91	65	0.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks